[Dec 14, 2025] DMF-1220 Exam Dumps PDF Guaranteed Success with Accurate & Updated Questions [Q102-Q119]

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[Dec 14, 2025] DMF-1220 Exam Dumps PDF Guaranteed Success with Accurate & Updated Questions

Pass DMF-1220 Exam - Real Test Engine PDF with 725 Questions

NEW QUESTION # 102
The implementation of a Data Warehouse should follow guiding principles, including:

  • A. Start with the end in mind
  • B. Collaborate
  • C. Contracts
  • D. One size does not fit all
  • E. Data Efficiency
  • F. Focus on the business goals

Answer: A,B,D,F


NEW QUESTION # 103
Which of the following is NOT a stage of the Data Quality Management Cycle?

  • A. Do
  • B. Act
  • C. Plan
  • D. Check
  • E. Intervene

Answer: E

Explanation:
The Data Quality Management Cycle follows the Plan-Do-Check-Act (PDCA) model. The DAMA-DMBOK states: "The data quality management cycle includes Plan (define quality goals), Do (implement processes), Check (monitor quality), and Act (improve processes)" (DMBOK2, Chapter 7: Data Quality, p. 269).
Intervene is not a stage in this cycle.
Options A, B, C, and D are part of PDCA, making E the correct answer.
Reference:DAMA-DMBOK2, Chapter 7: Data Quality, Section 3.2, p. 269.


NEW QUESTION # 104
Gathering and interpreting results from a DMM or Data Governance assessment are important because:

  • A. The assessments are done by different teams within the organization and may have different results
  • B. Performing these activities objectively can ensure the success of the assessment and affect the acceptance and implementation of the data management and/or Data Governance program
  • C. Interpreting these results is difficult
  • D. Data Management and Data Governance results are gathered and interpreted differently, depending on the organization being evaluated
  • E. Lack of results gathered can indicate a lack of assessment performance

Answer: B


NEW QUESTION # 105
Data Warehouse describes the operational extract, cleansing, transformation, control and load processes that maintain the data in a data warehouse.

  • A. FALSE
  • B. TRUE

Answer: B


NEW QUESTION # 106
Implementing a BI portfolio is about identifying the right tools for the right user communities within or across business units.

  • A. FALSE
  • B. TRUE

Answer: B


NEW QUESTION # 107
Data security issues, breaches and unwarranted restrictions on employee access to data cannot directly impact operational success.

  • A. TRUE
  • B. FALSE

Answer: B


NEW QUESTION # 108
In designing and building the database, the DBA should keep the following design principles in mind:

  • A. Performance and ease of use
  • B. Integrity
  • C. Maintainability
  • D. Reusability
  • E. Security
  • F. Assessments

Answer: A,B,C,D,E


NEW QUESTION # 109
A data model that consists of a single fact table linked to important concepts of the business is a:

  • A. Dimensional Model
  • B. Process Model
  • C. elational Model
  • D. Machine Leaming Model
  • E. Transition State Model

Answer: A


NEW QUESTION # 110
Top down' and "bottom up' data analysis and profiling is best done in concert because:

  • A. Data quality tools are more productive when they are effectively configured
  • B. It gives something for the architects to do while the profilers get on with thework
  • C. It gets everyone involved
  • D. It balances business relevance and the actual state of the data
  • E. It allows the profiler to show the business the true state of the data

Answer: D


NEW QUESTION # 111
Enterprise data architecture usually include the following work streams:

  • A. Governance
  • B. Results
  • C. Organization
  • D. Working methods
  • E. Strategy
  • F. All of the above

Answer: B,C,E


NEW QUESTION # 112
Device security standard include:

  • A. Installation of anti-malware and encryption software
  • B. Awareness of security vulnerabilities
  • C. Regulation compliance standards
  • D. None of the above
  • E. Relational security policies
  • F. Access policies regarding connections using mobile devices

Answer: A,B,F


NEW QUESTION # 113
Why is it so important to conduct a Data Governance Readiness Assessment?

  • A. It will identify the readiness and level of maturity that an organization will need to effectively govern and sustain its data, process, and policies
  • B. It is important because it will prove that the IT department is best qualified to define, develop, and manage the organization's data assets
  • C. Because it will show that the Data Governance team is working hard
  • D. It is important because the organization will have an opportunity for business people to be identified as data stewards
  • E. It will give the Business some metrics

Answer: A

Explanation:
A readiness assessment evaluates an organization's maturity for data governance. The DAMA-DMBOK states: "A Data Governance Readiness Assessment identifies the organization's maturity level and readiness to effectively govern and sustain its data, processes, and policies" (DMBOK2, Chapter 3: Data Governance, p.
121). Option E is correct.
Reference:DAMA-DMBOK2, Chapter 3: Data Governance, Section 4.2, p. 121.


NEW QUESTION # 114
The Data Warehouse encompasses all components in the data staging and data presentation areas, including:

  • A. Operational source systems
  • B. Data presentation area
  • C. Application Tool
  • D. Data staging area
  • E. Data Access Tool
  • F. All of the above

Answer: A,B,D,E


NEW QUESTION # 115
The flow of data in a data integration solution does not have to be designed and documented.

  • A. TRUE
  • B. FALSE

Answer: B


NEW QUESTION # 116
The roles associated with enterprise data architecture are data architect, data modellers and data stewards.

  • A. FALSE
  • B. TRUE

Answer: B


NEW QUESTION # 117
Adoption of a Data Governance program is most likely to succeed:

  • A. With an incremental rollout strategy
  • B. When the CDO is a charismatic leader
  • C. When the entire enterprise is partaking at once
  • D. When dictated by senior executives
  • E. In 1 or 2 months with a large consulting team

Answer: A


NEW QUESTION # 118
Consistent input data reduces the chance of errors in associating records. Preparation processes include:

  • A. Standardization
  • B. Database management
  • C. EnrichmentC Validation

Answer: A,B,C


NEW QUESTION # 119
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